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data poisoning

128 papers

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Also known as

DPCL

Co-occurring keywords

backdoor attack (377) adversarial attack (1599) adversarial learning (1592) poisoning attack (97) adversarial defense (324) adversarial robustness (1335) adversarial training (1261) model security (118) backdoor defense (54) large language model (12755)

Papers

An Equivalence Between Data Poisoning and Byzantine Gradient Attacks ICML 2022
WeDef: Weakly Supervised Backdoor Defense for Text Classification EMNLP 2022
On Optimal Learning Under Targeted Data Poisoning NIPS 2022
Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks CVPR 2022
Not All Poisons are Created Equal: Robust Training against Data Poisoning ICML 2022
Lethal Dose Conjecture on Data Poisoning NIPS 2022
Amplifying Membership Exposure via Data Poisoning NIPS 2022
Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks AAAI 2022
BagFlip: A Certified Defense Against Data Poisoning NIPS 2022
Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attack NIPS 2022
Robustly-reliable learners under poisoning attacks COLT 2022
Understanding Simultaneous Train and Test Robustness ALT 2022
Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch NIPS 2022
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods EMNLP 2021
Ditto: Fair and Robust Federated Learning Through Personalization ICML 2021
Robust Learning for Data Poisoning Attacks ICML 2021
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns ACL 2021
BFClass: A Backdoor-free Text Classification Framework EMNLP 2021
Mitigating Data Poisoning in Text Classification with Differential Privacy EMNLP 2021
How Robust Are Randomized Smoothing Based Defenses to Data Poisoning? CVPR 2021
A Gradient Method for Multilevel Optimization NIPS 2021
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns IJCNLP 2021
Concealed Data Poisoning Attacks on NLP Models NAACL 2021
Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models NAACL 2021
Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks ICML 2021